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Development of in silico methodology for siRNA lipid nanoparticle formulations
Journal article
Chemical Engineering Journal, 2022,Volume: 442
Authors:
Gao, Haoshi
;
Kan, Stanislav
;
Ye, Zhuyifan
;
Feng, Yuchen
;
Jin, Lei
;
Zhang, Xudong
;
Deng, Jiayin
;
Chan, Ging
;
Hu, Yuanjia
;
Wang, Yongjun
;
Cao, Dongsheng
;
Ji, Yuanhui
;
Liang, Mingtao
;
Li, Haifeng
;
Ouyang, Defang
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TC[WOS]:
0
TC[Scopus]:
0
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Submit date:2022/05/13
Cationic Lipids
Knockdown Efficiency
Lipid Nanoparticle
Machine Learning
Molecular Dynamic Simulation
Sirna
Opportunities and challenges of physiologically based pharmacokinetic modeling in drug delivery
Journal article
Drug Discovery Today, 2022
Authors:
Wang, Wei
;
Ouyang, Defang
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TC[WOS]:
0
TC[Scopus]:
0
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Submit date:2022/05/17
Inhalation
Injectable Formulation
Nanomedicine
Oral Formulation
Pbpk Modeling
Transdermal Formulations
Toward Strong Near-Infrared Absorption/Emission from Carbon Dots in Aqueous Media through Solvothermal Fusion of Large Conjugated Perylene Derivatives with Post-Surface Engineering
Journal article
Advanced Science, 2022
Authors:
Liu, Yupeng
;
Lei, Josh Haipeng
;
Wang, Gang
;
Zhang, Zhiming
;
Wu, Jun
;
Zhang, Bohan
;
Zhang, Huiqi
;
Liu, Enshan
;
Wang, Liming
;
Liu, Tzu Ming
;
Xing, Guichuan
;
Ouyang, Defang
;
Deng, Chu Xia
;
Tang, Zikang
;
Qu, Songnan
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TC[WOS]:
0
TC[Scopus]:
0
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Submit date:2022/06/14
Carbon Dots
Near-infrared Absorption
Near-infrared Bioimaging
Near-infrared Emission
Perylene Derivatives
Two-photon Fluorescence
The role of hydrogen-bond in solubilizing drugs by ionic liquids: A molecular dynamics and density functional theory study
Journal article
AIChE Journal, 2022,Volume: 68,Issue: 6
Authors:
Huang, Yiping
;
Ouyang, Defang
;
Ji, Yuanhui
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TC[WOS]:
0
TC[Scopus]:
0
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Submit date:2022/05/17
Aspirin
Dft Calculations
Etomidate
Hydrogen-bond Basicity And Acidity
Ionic Liquids
Molecular Dynamics Simulation
Solvation Mechanism
FC-BBR/IND-induced glucose oxidase nanodrugs for targeted combination therapy
Journal article
International Journal of Pharmaceutics, 2022,Volume: 611
Authors:
Cheng, Yu
;
Ji, Yuanhui
;
Ouyang, Defang
Favorite
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TC[WOS]:
1
TC[Scopus]:
1
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Submit date:2022/02/21
Chemodynamic Therapy
Ferrocene
Glucose Oxidase
Starvation Therapy
Targeted Therapy
In silico formulation prediction of drug/cyclodextrin/polymer ternary complexes by machine learning and molecular modeling techniques
Journal article
Carbohydrate Polymers, 2022,Volume: 275
Authors:
Li, Junjun
;
Gao, Hanlu
;
Ye, Zhuyifan
;
Deng, Jiayin
;
Ouyang, Defang
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TC[WOS]:
0
TC[Scopus]:
0
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Submit date:2022/02/21
Machine Learning
Molecular Modeling
Random Forest
Solubility Prediction
Ternary Cyclodextrin Complexes
Prediction of lipid nanoparticles for mRNA vaccines by the machine learning algorithm
Journal article
Acta Pharmaceutica Sinica B, 2022
Authors:
Wang, Wei
;
Feng, Shuo
;
Ye, Zhuyifan
;
Gao, Hanlu
;
Lin, Jinzhong
;
Ouyang, Defang
Favorite
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TC[WOS]:
0
TC[Scopus]:
1
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Submit date:2022/05/17
Formulation prediction
Ionizable lipid
LightGBM
Lipid nanoparticle
Machine learning
Molecular modeling
mRNA
Vaccine
Prediction of small-molecule compound solubility in organic solvents by machine learning algorithms
Journal article
Journal of Cheminformatics, 2021,Volume: 13,Issue: 1
Authors:
Ye, Zhuyifan
;
Ouyang, Defang
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TC[WOS]:
0
TC[Scopus]:
0
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Submit date:2022/01/14
Deep Learning
Lightgbm
Machine Learning
Organic Solvents
Qspr
Solubility Prediction
A numerical study of the distribution of chemotherapeutic drug carmustine in brain glioblastoma
Journal article
Drug Delivery and Translational Research, 2021
Authors:
Chen, Hongyu
;
Hu, Guanghui
;
Ouyang, Defang
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TC[WOS]:
2
TC[Scopus]:
1
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Submit date:2022/05/13
Afepack
Brain Tumor
Convection
Drug Release
Gliadel Wafer
Numerical Model
Computational pharmaceutics - A new paradigm of drug delivery
Journal article
Journal of Controlled Release, 2021,Volume: 338,Page: 119-136
Authors:
Wang, Wei
;
Ye, Zhuyifan
;
Gao, Hanlu
;
Ouyang, Defang
Favorite
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TC[WOS]:
12
TC[Scopus]:
15
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Submit date:2021/12/08
Artificial Intelligence
Computational Pharmaceutics
Machine Learning
Mathematical Modeling
Molecular Modeling
Pbpk Modeling
Process Simulation